datasource.ts 13 KB

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  1. import _ from 'lodash';
  2. import $ from 'jquery';
  3. import kbn from 'app/core/utils/kbn';
  4. import * as dateMath from 'app/core/utils/datemath';
  5. import PrometheusMetricFindQuery from './metric_find_query';
  6. import TableModel from 'app/core/table_model';
  7. function prometheusSpecialRegexEscape(value) {
  8. return value.replace(/[\\^$*+?.()|[\]{}]/g, '\\\\$&');
  9. }
  10. export class PrometheusDatasource {
  11. type: string;
  12. editorSrc: string;
  13. name: string;
  14. supportMetrics: boolean;
  15. url: string;
  16. directUrl: string;
  17. basicAuth: any;
  18. withCredentials: any;
  19. metricsNameCache: any;
  20. interval: string;
  21. httpMethod: string;
  22. /** @ngInject */
  23. constructor(instanceSettings, private $q, private backendSrv, private templateSrv, private timeSrv) {
  24. this.type = 'prometheus';
  25. this.editorSrc = 'app/features/prometheus/partials/query.editor.html';
  26. this.name = instanceSettings.name;
  27. this.supportMetrics = true;
  28. this.url = instanceSettings.url;
  29. this.directUrl = instanceSettings.directUrl;
  30. this.basicAuth = instanceSettings.basicAuth;
  31. this.withCredentials = instanceSettings.withCredentials;
  32. this.interval = instanceSettings.jsonData.timeInterval || '15s';
  33. this.httpMethod = instanceSettings.jsonData.httpMethod;
  34. }
  35. _request(method, url, data?, requestId?) {
  36. var options: any = {
  37. url: this.url + url,
  38. method: method,
  39. requestId: requestId,
  40. };
  41. if (method === 'GET') {
  42. if (!_.isEmpty(data)) {
  43. options.url =
  44. options.url +
  45. '?' +
  46. _.map(data, (v, k) => {
  47. return encodeURIComponent(k) + '=' + encodeURIComponent(v);
  48. }).join('&');
  49. }
  50. } else {
  51. options.headers = {
  52. 'Content-Type': 'application/x-www-form-urlencoded',
  53. };
  54. options.transformRequest = data => {
  55. return $.param(data);
  56. };
  57. options.data = data;
  58. }
  59. if (this.basicAuth || this.withCredentials) {
  60. options.withCredentials = true;
  61. }
  62. if (this.basicAuth) {
  63. options.headers = {
  64. Authorization: this.basicAuth,
  65. };
  66. }
  67. return this.backendSrv.datasourceRequest(options);
  68. }
  69. interpolateQueryExpr(value, variable, defaultFormatFn) {
  70. // if no multi or include all do not regexEscape
  71. if (!variable.multi && !variable.includeAll) {
  72. return value;
  73. }
  74. if (typeof value === 'string') {
  75. return prometheusSpecialRegexEscape(value);
  76. }
  77. var escapedValues = _.map(value, prometheusSpecialRegexEscape);
  78. return escapedValues.join('|');
  79. }
  80. targetContainsTemplate(target) {
  81. return this.templateSrv.variableExists(target.expr);
  82. }
  83. query(options) {
  84. var self = this;
  85. var start = this.getPrometheusTime(options.range.from, false);
  86. var end = this.getPrometheusTime(options.range.to, true);
  87. var range = Math.ceil(end - start);
  88. var queries = [];
  89. var activeTargets = [];
  90. options = _.clone(options);
  91. for (let target of options.targets) {
  92. if (!target.expr || target.hide) {
  93. continue;
  94. }
  95. activeTargets.push(target);
  96. queries.push(this.createQuery(target, options, range));
  97. }
  98. // No valid targets, return the empty result to save a round trip.
  99. if (_.isEmpty(queries)) {
  100. return this.$q.when({ data: [] });
  101. }
  102. var allQueryPromise = _.map(queries, query => {
  103. if (!query.instant) {
  104. return this.performTimeSeriesQuery(query, start, end);
  105. } else {
  106. return this.performInstantQuery(query, end);
  107. }
  108. });
  109. return this.$q.all(allQueryPromise).then(responseList => {
  110. var result = [];
  111. _.each(responseList, (response, index) => {
  112. if (response.status === 'error') {
  113. throw response.error;
  114. }
  115. if (activeTargets[index].format === 'table') {
  116. result.push(self.transformMetricDataToTable(response.data.data.result, responseList.length, index));
  117. } else {
  118. for (let metricData of response.data.data.result) {
  119. if (response.data.data.resultType === 'matrix') {
  120. result.push(self.transformMetricData(metricData, activeTargets[index], start, end, queries[index].step));
  121. } else if (response.data.data.resultType === 'vector') {
  122. result.push(self.transformInstantMetricData(metricData, activeTargets[index]));
  123. }
  124. }
  125. }
  126. });
  127. return { data: result };
  128. });
  129. }
  130. createQuery(target, options, range) {
  131. var query: any = {};
  132. query.instant = target.instant;
  133. var interval = kbn.interval_to_seconds(options.interval);
  134. // Minimum interval ("Min step"), if specified for the query. or same as interval otherwise
  135. var minInterval = kbn.interval_to_seconds(
  136. this.templateSrv.replace(target.interval, options.scopedVars) || options.interval
  137. );
  138. var intervalFactor = target.intervalFactor || 1;
  139. // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits
  140. var adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor);
  141. var scopedVars = options.scopedVars;
  142. // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars
  143. if (interval !== adjustedInterval) {
  144. interval = adjustedInterval;
  145. scopedVars = Object.assign({}, options.scopedVars, {
  146. __interval: { text: interval + 's', value: interval + 's' },
  147. __interval_ms: { text: interval * 1000, value: interval * 1000 },
  148. });
  149. }
  150. query.step = interval;
  151. // Only replace vars in expression after having (possibly) updated interval vars
  152. query.expr = this.templateSrv.replace(target.expr, scopedVars, this.interpolateQueryExpr);
  153. query.requestId = options.panelId + target.refId;
  154. return query;
  155. }
  156. adjustInterval(interval, minInterval, range, intervalFactor) {
  157. // Prometheus will drop queries that might return more than 11000 data points.
  158. // Calibrate interval if it is too small.
  159. if (interval !== 0 && range / intervalFactor / interval > 11000) {
  160. interval = Math.ceil(range / intervalFactor / 11000);
  161. }
  162. return Math.max(interval * intervalFactor, minInterval, 1);
  163. }
  164. performTimeSeriesQuery(query, start, end) {
  165. if (start > end) {
  166. throw { message: 'Invalid time range' };
  167. }
  168. var url = '/api/v1/query_range';
  169. var data = {
  170. query: query.expr,
  171. start: start,
  172. end: end,
  173. step: query.step,
  174. };
  175. return this._request(this.httpMethod, url, data, query.requestId);
  176. }
  177. performInstantQuery(query, time) {
  178. var url = '/api/v1/query';
  179. var data = {
  180. query: query.expr,
  181. time: time,
  182. };
  183. return this._request(this.httpMethod, url, data, query.requestId);
  184. }
  185. performSuggestQuery(query, cache = false) {
  186. var url = '/api/v1/label/__name__/values';
  187. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  188. return this.$q.when(
  189. _.filter(this.metricsNameCache.data, metricName => {
  190. return metricName.indexOf(query) !== 1;
  191. })
  192. );
  193. }
  194. return this._request('GET', url).then(result => {
  195. this.metricsNameCache = {
  196. data: result.data.data,
  197. expire: Date.now() + 60 * 1000,
  198. };
  199. return _.filter(result.data.data, metricName => {
  200. return metricName.indexOf(query) !== 1;
  201. });
  202. });
  203. }
  204. metricFindQuery(query) {
  205. if (!query) {
  206. return this.$q.when([]);
  207. }
  208. let interpolated = this.templateSrv.replace(query, {}, this.interpolateQueryExpr);
  209. var metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  210. return metricFindQuery.process();
  211. }
  212. annotationQuery(options) {
  213. var annotation = options.annotation;
  214. var expr = annotation.expr || '';
  215. var tagKeys = annotation.tagKeys || '';
  216. var titleFormat = annotation.titleFormat || '';
  217. var textFormat = annotation.textFormat || '';
  218. if (!expr) {
  219. return this.$q.when([]);
  220. }
  221. var interpolated = this.templateSrv.replace(expr, {}, this.interpolateQueryExpr);
  222. var step = '60s';
  223. if (annotation.step) {
  224. step = this.templateSrv.replace(annotation.step);
  225. }
  226. var start = this.getPrometheusTime(options.range.from, false);
  227. var end = this.getPrometheusTime(options.range.to, true);
  228. var query = {
  229. expr: interpolated,
  230. step: this.adjustInterval(kbn.interval_to_seconds(step), 0, Math.ceil(end - start), 1) + 's',
  231. };
  232. var self = this;
  233. return this.performTimeSeriesQuery(query, start, end).then(function(results) {
  234. var eventList = [];
  235. tagKeys = tagKeys.split(',');
  236. _.each(results.data.data.result, function(series) {
  237. var tags = _.chain(series.metric)
  238. .filter(function(v, k) {
  239. return _.includes(tagKeys, k);
  240. })
  241. .value();
  242. for (let value of series.values) {
  243. if (value[1] === '1') {
  244. var event = {
  245. annotation: annotation,
  246. time: Math.floor(parseFloat(value[0])) * 1000,
  247. title: self.renderTemplate(titleFormat, series.metric),
  248. tags: tags,
  249. text: self.renderTemplate(textFormat, series.metric),
  250. };
  251. eventList.push(event);
  252. }
  253. }
  254. });
  255. return eventList;
  256. });
  257. }
  258. testDatasource() {
  259. let now = new Date().getTime();
  260. return this.performInstantQuery({ expr: '1+1' }, now / 1000).then(response => {
  261. if (response.data.status === 'success') {
  262. return { status: 'success', message: 'Data source is working' };
  263. } else {
  264. return { status: 'error', message: response.error };
  265. }
  266. });
  267. }
  268. transformMetricData(md, options, start, end, step) {
  269. var dps = [],
  270. metricLabel = null;
  271. metricLabel = this.createMetricLabel(md.metric, options);
  272. var stepMs = step * 1000;
  273. var baseTimestamp = start * 1000;
  274. for (let value of md.values) {
  275. var dp_value = parseFloat(value[1]);
  276. if (_.isNaN(dp_value)) {
  277. dp_value = null;
  278. }
  279. var timestamp = parseFloat(value[0]) * 1000;
  280. for (let t = baseTimestamp; t < timestamp; t += stepMs) {
  281. dps.push([null, t]);
  282. }
  283. baseTimestamp = timestamp + stepMs;
  284. dps.push([dp_value, timestamp]);
  285. }
  286. var endTimestamp = end * 1000;
  287. for (let t = baseTimestamp; t <= endTimestamp; t += stepMs) {
  288. dps.push([null, t]);
  289. }
  290. return { target: metricLabel, datapoints: dps };
  291. }
  292. transformMetricDataToTable(md, resultCount: number, resultIndex: number) {
  293. var table = new TableModel();
  294. var i, j;
  295. var metricLabels = {};
  296. if (md.length === 0) {
  297. return table;
  298. }
  299. // Collect all labels across all metrics
  300. _.each(md, function(series) {
  301. for (var label in series.metric) {
  302. if (!metricLabels.hasOwnProperty(label)) {
  303. metricLabels[label] = 1;
  304. }
  305. }
  306. });
  307. // Sort metric labels, create columns for them and record their index
  308. var sortedLabels = _.keys(metricLabels).sort();
  309. table.columns.push({ text: 'Time', type: 'time' });
  310. _.each(sortedLabels, function(label, labelIndex) {
  311. metricLabels[label] = labelIndex + 1;
  312. table.columns.push({ text: label });
  313. });
  314. let valueText = resultCount > 1 ? `Value #${String.fromCharCode(65 + resultIndex)}` : 'Value';
  315. table.columns.push({ text: valueText });
  316. // Populate rows, set value to empty string when label not present.
  317. _.each(md, function(series) {
  318. if (series.value) {
  319. series.values = [series.value];
  320. }
  321. if (series.values) {
  322. for (i = 0; i < series.values.length; i++) {
  323. var values = series.values[i];
  324. var reordered: any = [values[0] * 1000];
  325. if (series.metric) {
  326. for (j = 0; j < sortedLabels.length; j++) {
  327. var label = sortedLabels[j];
  328. if (series.metric.hasOwnProperty(label)) {
  329. reordered.push(series.metric[label]);
  330. } else {
  331. reordered.push('');
  332. }
  333. }
  334. }
  335. reordered.push(parseFloat(values[1]));
  336. table.rows.push(reordered);
  337. }
  338. }
  339. });
  340. return table;
  341. }
  342. transformInstantMetricData(md, options) {
  343. var dps = [],
  344. metricLabel = null;
  345. metricLabel = this.createMetricLabel(md.metric, options);
  346. dps.push([parseFloat(md.value[1]), md.value[0] * 1000]);
  347. return { target: metricLabel, datapoints: dps };
  348. }
  349. createMetricLabel(labelData, options) {
  350. if (_.isUndefined(options) || _.isEmpty(options.legendFormat)) {
  351. return this.getOriginalMetricName(labelData);
  352. }
  353. return this.renderTemplate(this.templateSrv.replace(options.legendFormat), labelData) || '{}';
  354. }
  355. renderTemplate(aliasPattern, aliasData) {
  356. var aliasRegex = /\{\{\s*(.+?)\s*\}\}/g;
  357. return aliasPattern.replace(aliasRegex, function(match, g1) {
  358. if (aliasData[g1]) {
  359. return aliasData[g1];
  360. }
  361. return g1;
  362. });
  363. }
  364. getOriginalMetricName(labelData) {
  365. var metricName = labelData.__name__ || '';
  366. delete labelData.__name__;
  367. var labelPart = _.map(_.toPairs(labelData), function(label) {
  368. return label[0] + '="' + label[1] + '"';
  369. }).join(',');
  370. return metricName + '{' + labelPart + '}';
  371. }
  372. getPrometheusTime(date, roundUp) {
  373. if (_.isString(date)) {
  374. date = dateMath.parse(date, roundUp);
  375. }
  376. return Math.ceil(date.valueOf() / 1000);
  377. }
  378. }